20BN-jester

Deep Learning project written with Keras/TensorFlow to predict human hand gestures based on the jester dataset

Getting started

Library version

The version of the libraries used are: Keras: 2.2.2 TensorFlow: 1.10.0

Usage

python main.py --config <configuration_file>

Example:

python main.py --config "config.cfg"

Comments

The dataset used can be downloaded here jester dataset.

My current best result is currently 85.99% top-1 accuracy on the 20 BN jester leaderboard. It was obtained by training a 3D version of ResNet101 with a dropout of 0.5 between each block.